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sector:energy:fuel_combustion:small_combustion:mobile_small_combustion:agriculture_and_forestry [2022/03/22 09:40] kotzullasector:energy:fuel_combustion:small_combustion:mobile_small_combustion:agriculture_and_forestry [2024/02/27 11:33] – [FAQs] kotzulla
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 ====Activity data==== ====Activity data====
  
-Sector-specific consumption data is included in the primary fuel-delivery data are available from NEB line 67: 'Commercial, trade, services and other consumers' (AGEB, 2021) [(AGEB2021)].+Sector-specific consumption data is included in the primary fuel-delivery data are available from NEB line 67: 'Commercial, trade, services and other consumers' (AGEB, 2023) [(AGEB2023)].
  
 {{  :sector:energy:fuel_combustion:small_combustion:traktor.png?nolink&300}} {{  :sector:energy:fuel_combustion:small_combustion:traktor.png?nolink&300}}
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 || as of 1995 || **AGEB** - National Energy Balance, line 67: 'Gewerbe, Handel, Dienstleistungen u. übrige Verbraucher'  || || as of 1995 || **AGEB** - National Energy Balance, line 67: 'Gewerbe, Handel, Dienstleistungen u. übrige Verbraucher'  ||
  
-Following the deduction of energy inputs for military vehicles as provided in (BAFA, 2021) [(BAFA2021)], the remaining amounts of gasoline and diesel oil are apportioned onto off-road construction vehicles (NFR 1.A.2.g vii) and commercial/institutional used off-road vehicles (1.A.4.a ii) as well as agriculture and forestry (NFR 1.A.4.c ii) based upon annual shares derived from TREMOD MM (Knörr et al. (2021b)) [(KNOERR2021b)] (cf. superordinate chapter).+Following the deduction of energy inputs for military vehicles as provided in (BAFA, 2023) [(BAFA2023)], the remaining amounts of gasoline and diesel oil are apportioned onto off-road construction vehicles (NFR 1.A.2.g vii) and commercial/institutional used off-road vehicles (1.A.4.a ii) as well as agriculture and forestry (NFR 1.A.4.c ii) based upon annual shares derived from TREMOD MM (Knörr et al. (2023b)) [(KNOERR2023b)] (cf. superordinate chapter).
  
 To provide more specific information on mobile sources in agriculture and forestry, the inventory compiler further devides NFR sector 1.A.4.c ii into **1.A.4.c ii (i) - NRMM in agriculture** in and **1.A.4.c ii (ii) - NRMM in forestry**.  To provide more specific information on mobile sources in agriculture and forestry, the inventory compiler further devides NFR sector 1.A.4.c ii into **1.A.4.c ii (i) - NRMM in agriculture** in and **1.A.4.c ii (ii) - NRMM in forestry**. 
  
 __Table 2: Annual percentual contribution of NFR 1.A.4.c ii to the primary fuel delivery data provided in NEB line 67__ __Table 2: Annual percentual contribution of NFR 1.A.4.c ii to the primary fuel delivery data provided in NEB line 67__
-                              **1990**   **1995**   **2000**   **2005**   **2010**   **2011**   **2012**   **2013**   **2014**   **2015**   **2016**   **2017**   **2018**   **2019**   **2020** +                                ^  1990   1995   2000   2005   2010   2015   2016   2017   2018   2019   2020   2021   2022  
-^ Diesel fuels                                                                                                                                                                                                     |||||||||||||||| +| **DIESEL FUELS**                                                                                                                        |||||||||||||| 
-| **1.A.4.c ii (i)**                47.6% |      45.6% |      43.9% |      46.2% |      47.5% |      47.2% |      47.3% |      48.0% |      47.8% |      48.3% |      48.5% |      48.5% |      48.4% |      48.4% |      48.3% | +1.A.4.c ii (i)                   61.5% |  76.4% |  78.5% |  79.6% |  71.9% |  66.2% |  65.2% |  64.7% |  66.9% |  65.5% |  65.1% |  65.3% |  68.8% | 
-| **1.A.4.c ii (ii)**               2.41% |      1.36% |      2.16% |      2.88% |      2.92% |      2.99% |      2.77% |      2.76% |      2.81% |      2.89% |      2.72% |      2.79% |      3.35% |      3.54%      4.16% | +1.A.4.c ii (ii)                  1.95% |  0.63% |  0.87% |  1.13% |  1.55% |  1.85% |  1.80% |  1.87% |  2.10% |  2.34% |  2.74% |  2.82% |  2.49% | 
-^ Gasoline fuels <sup>1</sup>                                                                                                                                                                                      |||||||||||||||| +**GASOLINE FUELS**<sup>1</sup>                                                                                                          |||||||||||||| 
-| **1.A.4.c ii (ii)**               68.5% |      40.3% |      44.9% |      41.4% |      35.5% |      35.6% |      33.1% |      32.9% |      33.1% |      33.3% |      31.6% |      31.9% |      35.8% |      36.8% |      40.4% | +1.A.4.c ii (ii)                  68.5% |  40.3% |  44.9% |  41.4% |  35.5% |  33.3% |  31.6% |  31.9% |  35.8% |  36.8% |  40.3% |  40.8% |  40.4% | 
-source: own estimations based on Knörr et al. (2021b) [(KNOERR2021b)]+source: own estimations based on Knörr et al. (2023b) [(KNOERR2023b)]
 <sup>1</sup> no gasoline used in agriculatural vehicles and mobile machinery  <sup>1</sup> no gasoline used in agriculatural vehicles and mobile machinery 
  
 __Table 3: Annual mobile fuel consumption in agriculture and forestry, in terajoules__ __Table 3: Annual mobile fuel consumption in agriculture and forestry, in terajoules__
-|                    **1990**  |  **1995**  |  **2000**  |  **2005**  |  **2010**  |  **2011**  |  **2012**  |  **2013**  |  **2014**  |  **2015**  |  **2016**  |  **2017**  |  **2018**  |  **2019**  |  **2020**  | +|                    1990   ^  1995   ^  2000   ^  2005   ^  2010   ^  2015   ^  2016   ^  2017   ^  2018   ^  2019   ^  2020   ^  2021    2022   ^ 
-^ Diesel oil        |     55,958     45,954     43,747     40,309     44,606     45,576     44,609     47,090     48,977     51,836     53,891     55,585     52,399 |     53,310 |     54,791 +^ Diesel oil        |  71,042  75,327  75,451  66,242  65,143  70,282  70,480  70,888  71,227  71,802  70,812  72,382  73,091 
-^ Biodiesel              3,093      3,004      3,325      3,029      1,568      1,430        415        405 |        432 |      1,679      1,591      1,601      1,795      1,707      2,131 +^ Biodiesel           6,186   6,009   6,648   6,058   7,201   5,943   5,449   5,373   6,083   6,444   7,035   7,268   7,132 
-^ Gasoline          |                                 2,576      3,420      3,180      3,148      2,793 |      3,010      2,835      2,857      2,967      3,046      3,036 |      4,551 +^ Gasoline          |                           4,405   5,095   3,904   3,820   3,864   4,019   4,073   5,792   5,076   5,079 
-^ Biogasoline                                        20.      60.6       58.6       18.4       17.3       18.8       72.8       69.1       67.5       80.7 |       73.6 |       97.3 +^ Biogasoline                                  42.    122     241     222     217     263     266     315     342     331 
-| **Ʃ 1.A.4.c ii**  ^     59,051     48,958     47,071     45,936     49,655     50,245     48,190     50,304     52,438     56,423     58,409     60,220     57,320 ^     58,128 ^     61,571 ^+| **Ʃ 1.A.4.c ii**  ^  77,228  81,336  82,100  76,747  77,561  80,370  79,972  80,343  81,592  82,585  83,955  85,068  85,632 ^
  
-{{ :sector:energy:fuel_combustion:small_combustion:mobile_small_combustion:1a4cii_ad.png?700 }} +{{ :sector:energy:fuel_combustion:small_combustion:mobile_small_combustion:1a4cii_ad.png?700 |Annual energy input}}
-{{ :sector:energy:fuel_combustion:small_combustion:mobile_small_combustion:1a4cii_ad_bio.png?700 }}+
  
 ==== Emission factors ==== ==== Emission factors ====
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 For all unregulated pollutants, emission trends directly follow the trend in fuel consumption. For all unregulated pollutants, emission trends directly follow the trend in fuel consumption.
  
-{{ :sector:energy:fuel_combustion:small_combustion:mobile_small_combustion:1a4cii_em_nh3.png?700 }} +{{ :sector:energy:fuel_combustion:small_combustion:mobile_small_combustion:1a4cii_em_nh3.png?700 |Annual ammonia emissions}}
- +
-In contrast to the main pollutants, all heavy-metal and POP emissions are calculated based on default EF from [(EMEPEEA2019)].  +
- +
-{{ :sector:energy:fuel_combustion:small_combustion:mobile_small_combustion:1a4cii_em_cd.png?700 }}+
  
 Here, exemplary for cadmium, the extreme steps in emission estimates result from two effects:  Here, exemplary for cadmium, the extreme steps in emission estimates result from two effects: 
  
 (i) the annual amounts of gasoline fuels allocated to NFR 1.A.4.c ii depend on the amounts delivered to the military also covered in NEB line 67. (see superordinate chapter for further information). This approach results in strong declines in gasoline consumption after 2007 and 2011 followed by an increase after 2014. (i) the annual amounts of gasoline fuels allocated to NFR 1.A.4.c ii depend on the amounts delivered to the military also covered in NEB line 67. (see superordinate chapter for further information). This approach results in strong declines in gasoline consumption after 2007 and 2011 followed by an increase after 2014.
 +In addition, in contrast to the main pollutants, all heavy-metal and POP emissions are calculated based on default EF from [(EMEPEEA2023)]. 
  
-{{ :sector:energy:fuel_combustion:small_combustion:mobile_small_combustion:1a4cii_ad_ok.png?700 }}+{{ :sector:energy:fuel_combustion:small_combustion:mobile_small_combustion:1a4cii_em_nmvoc.png?700 | Annual NMVOVC emissions}}
  
 __Table 4: Development of gasoline consumption in NFR 1.A.4.c ii, in terajoules__ __Table 4: Development of gasoline consumption in NFR 1.A.4.c ii, in terajoules__
-|              ^  2010  ^  2011  ^  2012  ^  2013  ^  2014  ^  2015  ^  2016  ^  2017  ^  2018  ^  2019  ^ +|              ^  2010  ^  2011  ^  2012  ^  2013  ^  2014  ^  2015  ^  2016  ^  2017  ^  2018  ^  2019   2020  ^  2021  ^ 
-^ Gasoline      1.543 |  1.404 |    392 |    383 |    412 |  1.660 |  1.575 |  1.588 |  1.741 |  1.739 | +^ Gasoline      1.543 |  1.404 |    392 |    383 |    412 |  1.660 |  1.575 |  1.588 |  1.741 |  1.739 |        |        
-^ Biogasoline  |     60 |     58 |     17 |     16 |     18 |     72 |     68 |     67 |     78 |     75 |+^ Biogasoline  |     60 |     58 |     17 |     16 |     18 |     72 |     68 |     67 |     78 |     75 |        |        |
  
 (ii) All gasoline fuels allocated to NFR 1.A.4.c ii are used in 2-stroke-engines in forestry equipment. As the 2-stroke fuel also includes lubricant oil, the fuel's heavy metal content is significantly higher than that of 4-stroke gasoline (or diesel fuels).  (ii) All gasoline fuels allocated to NFR 1.A.4.c ii are used in 2-stroke-engines in forestry equipment. As the 2-stroke fuel also includes lubricant oil, the fuel's heavy metal content is significantly higher than that of 4-stroke gasoline (or diesel fuels). 
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 For all regulated pollutants, emission trends follow not only the trend in fuel consumption but also reflect the impact of fuel-quality and exhaust-emission legislation. For all regulated pollutants, emission trends follow not only the trend in fuel consumption but also reflect the impact of fuel-quality and exhaust-emission legislation.
  
-{{:sector:energy:fuel_combustion:small_combustion:mobile_small_combustion:1a4cii_em_nox.png?700| Annual nitrogen oxides emissions }} +{{ :sector:energy:fuel_combustion:small_combustion:mobile_small_combustion:1a4cii_em_nox.png?700 | Annual nitrogen oxides emissions }} 
-{{:sector:energy:fuel_combustion:small_combustion:mobile_small_combustion:1a4cii_em_sox.png?700| Annual sulphur oxides emissions }}+ 
 +Here, emissions of sulphur oxides follow the step-by-step reduction of sulphur contents in liquid fuels, resulting in a reduction of over 99% since 1990: 
 + 
 +{{ :sector:energy:fuel_combustion:small_combustion:mobile_small_combustion:1a4cii_em_sox.png?700 | Annual sulphur oxides emissions }}
  
 === Particulate matter & Black carbon=== === Particulate matter & Black carbon===
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 Additional contributors such as the impact of TSP emissions from the use of leaded gasoline (until 1997) have no significant effect onto over-all emission estimates. Additional contributors such as the impact of TSP emissions from the use of leaded gasoline (until 1997) have no significant effect onto over-all emission estimates.
  
-{{:sector:energy:fuel_combustion:small_combustion:mobile_small_combustion:1a4cii_em_pm.png?700| Annual particulate matter emissions }}+{{ :sector:energy:fuel_combustion:small_combustion:mobile_small_combustion:1a4cii_em_pm.png?700 | Annual particulate matter emissions}}
  
 ===== Recalculations ===== ===== Recalculations =====
  
-Revisions in **activity data** result from revised activity data for gasoline used in military vehicles (entire timeseries; see NFR 1.A.5.b) as well as the implementation of primary activity data from the now finalised NEB 2019.+Compared to previous submissions, **activity data** has been recalculated for all years.  
 + 
 +Here, as fuel consumpion in agricultural vehicles was underestimated in former years*, the methodolgy for deriving the respective consumption data was revised in a way that now the estimates show a very good correlation to the annual amounts of agricultural diesel as recorded in official tax statistics. 
 + 
 +As the consumption data for agricultural vehicles is estimated as part of the over-all amounts provided in row 67 of the National Energy Balance via percental shares, these shares have been revised as follows: 
 + 
 +__Table 6: Revision of annual percental shares of fuels consumed in both agriculture and forestry__ 
 +|                                ^  1990    1995    2000    2005    2010    2015    2016    2017    2018    2019    2020    2021   ^ 
 +| **DIESEL FUELS: AGRICULTURE**                                                                                                              ||||||||||||| 
 +^ current submission               0.615 |   0.764 |   0.785 |   0.796 |   0.719 |   0.662 |   0.652 |   0.647 |   0.669 |   0.655 |   0.651 |   0.653 | 
 +^ previous submission            |   0.475 |   0.456 |   0.438 |   0.462 |   0.474 |   0.482 |   0.484 |   0.485 |   0.484 |   0.484 |   0.482 |   0.486 | 
 +^ absolute change                |   0.140 |   0.308 |   0.347 |   0.334 |   0.244 |   0.180 |   0.168 |   0.162 |   0.186 |   0.172 |   0.169 |   0.167 | 
 +^ relative change                |   29.5% |   67.7% |   79.2% |   72.4% |   51.6% |   37.2% |   34.7% |   33.5% |   38.4% |   35.5% |   35.0% |   34.4% | 
 +| **DIESEL FUELS: FORESTRY**                                                                                                                 ||||||||||||| 
 +^ current submission               0.019 |   0.006 |   0.009 |   0.011 |   0.016 |   0.019 |   0.018 |   0.019 |   0.021 |   0.023 |   0.027 |   0.028 | 
 +^ previous submission            |   0.024 |   0.014 |   0.022 |   0.029 |   0.029 |   0.029 |   0.027 |   0.028 |   0.033 |   0.035 |   0.042 |   0.043 | 
 +^ absolute change                |  -0.005 |  -0.007 |  -0.013 |  -0.018 |  -0.014 |  -0.010 |  -0.009 |  -0.009 |  -0.012 |  -0.012 |  -0.014 |  -0.014 | 
 +^ relative change                |  -19.0% |  -53.4% |  -59.4% |  -60.9% |  -46.8% |  -35.9% |  -33.9% |  -32.9% |  -37.2% |  -33.9% |  -33.9% |  -33.8% | 
 + 
 +Resulting from the revised annual shares, **activity data** have been re-calculated accordingly:
  
-__Table 6: Revision of annual activity data, in terajoules__ +__Table 7: Revision of annual activity data, in terajoules__ 
-|                                ^  1990    1995    2000   ^ 2005    ^ 2006    ^ 2007    ^  2008   ^  2009   2010    ^ 2011    ^  2012   ^  2013   ^  2014   ^  2015   ^  2016   ^  2017   ^  2018   ^  2019   ^ +|                                ^  1990    1995    2000    2005    2010   ^  2015   ^  2016   ^  2017   ^  2018   ^  2019   ^  2020   ^  2021   ^ 
-| **DIESEL FUELS**                                                                                                                                                                                 ||||||||||||||||||| +| **DIESEL FUELS**                                                                                                                           ||||||||||||| 
-Submission 2022                |  55,958 |  45,954 |  43,747 |  42,885 |  44,476 |  46,614 |  45,687 |  48,092 |  48,026 |  48,756 |  47,757 |  49,883 |  51,987 |  54,671 |  56,749 |  58,552 |  55,445 |  56,347 +current submission             |  71,042 |  75,327 |  75,451 |  70,647 |  70,238 |  74,186 |  74,300 |  74,753 |  75,246 |  75,875 |  76,604 |  77,458 
-Submission 2021                |  55,958 |  45,954 |  43,747 |  42,885 |  44,476 |  46,614 |  45,687 |  48,092 |  48,026 |  48,756 |  47,757 |  49,883 |  51,987 |  54,671 |  56,749 |  58,552 |  55,448 |  56,246 +previous submission            |  55,882 |  45,884 |  43,681 |  42,831 |  47,968 |  54,608 |  56,683 |  58,484 |  55,381 |  56,282 |  59,872 |  60,041 
-^ absolute change                |    0,00    0,00    0,00    0,00    0,00    0,00    0,00    0,00    0,00    0,00    0,00 |    0,00 |    0,00 |    0,00 |    0,00 |   -0,07 |   -3,11 |  101,05 +^ absolute change                |  15,161  29,443  31,771  27,817  22,270  19,578  17,618  16,269  19,865  19,593  16,732 |  17,417 
-^ relative change                |   0,00% |   0,00% |   0,00% |   0,00% |   0,00% |   0,00% |   0,00% |   0,00% |   0,00% |   0,00% |   0,00% |   0,00% |   0,00% |  0,000% |  0,000% |   0,00% |  -0,01% |   0,18% | +^ relative change                |   27.1% |   64.2% |   72.7% |   64.9% |   46.4% |   35.9% |   31.1% |   27.8% |   35.9% |   34.8% |   27.9% |   29.0% | 
-| **GASOLINE FUELS**                                                                                                                                                                               ||||||||||||||||||| +| **GASOLINE FUELS**                                                                                                                         ||||||||||||| 
-Submission 2022                |   3,093 |   3,004 |   3,325 |   3,050 |   3,104 |   3,522 |   2,799 |   1,552 |   1,629 |   1,488 |     433 |     422 |     451 |   1,752 |   1,660 |   1,668 |   1,875 |   1,781 +current submission             |   6,186 |   6,009 |   6,648 |   6,100 |   7,322 |   6,184 |   5,671 |   5,591 |   6,346 |   6,710 |   7,351 |   7,610 
-Submission 2021                |   3,093 |   3,004 |   3,325 |   3,043 |   3,090 |   3,511 |   2,786 |   1,534 |   1,603 |   1,462 |     409 |     400 |     430 |   1,732 |   1,644 |   1,655 |   1,819 |   1,814 +previous submission            |   3,093 |   3,005 |   3,324 |   3,050 |   1,628 |   1,751 |   1,660 |   1,668 |   1,875 |   1,781 |   2,802 |   2,892 
-^ absolute change                |    0,00    0,00    0,00    7,57    14,   11,   13,   18,   25,   26,6 |    23,8 |    22,|    20,   19,3 |    16,5 |    13,|    56,|   -33,+^ absolute change                |   3,093   3,005   3,324   3,050   5,694   4,433   4,012   3,923   4,471   4,929   4,549 |   4,718 
-^ relative change                |   0,00% |   0,00% |   0,00% |   0,25% |   0,46% |   0,34% |   0,50% |   1,19% |   1,62% |   1,82% |   5,81% |   5,60% |   4,79% |   1,11% |   1,00% |   0,81% |   3,11% |  -1,84% | +^ relative change                |    100% |    100% |    100% |    100% |    350% |    253% |    242% |    235% |    238% |    277% |    162% |    163% | 
-| **OVER-ALL FUEL CONSUMPTION**                                                                                                                                                                    ||||||||||||||||||| +| **OVER-ALL FUEL CONSUMPTION**                                                                                                              ||||||||||||| 
-Submission 2022                |  59,051 |  48,958 |  47,071 |  45,936 |  47,580 |  50,136 |  48,486 |  49,644 |  49,655 |  50,245 |  48,190 |  50,304 |  52,438 |  56,423 |  58,409 |  60,220 |  57,320 |  58,128 +current submission             |  77,228 |  81,336 |  82,100 |  76,747 |  77,561 |  80,370 |  79,972 |  80,343 |  81,592 |  82,585 |  83,955 |  85,068 
-Submission 2021                |  59,051 |  48,958 |  47,071 |  45,928 |  47,565 |  50,124 |  48,472 |  49,626 |  49,629 |  50,218 |  48,166 |  50,282 |  52,417 |  56,404 |  58,392 |  60,207 |  57,267 |  58,060 +previous submission            |  58,974 |  48,888 |  47,005 |  45,880 |  49,597 |  56,359 |  58,342 |  60,152 |  57,256 |  58,062 |  62,674 |  62,933 
-^ absolute change                |    0,00    0,00    0,00    7,57    14,   11,   13,   18,   25,   26,   23,   22,4 |    20,6 |    19,3 |    16,5 |    13,3 |    53,4 |    67,7 +^ absolute change                |  18,254  32,448  35,095  30,867  27,964  24,011  21,629  20,192  24,336  24,523  21,281  22,135 
-^ relative change                |   0,00% |   0,00% |   0,00% |   0,02% |   0,03% |   0,02% |   0,03% |   0,04% |   0,05% |   0,05% |   0,05% |   0,04% |   0,04% |  0,034% |  0,028% |   0,02% |   0,09% |   0,12% |+^ relative change                |   31.0% |   66.4% |   74.7% |   67.3% |   56.4% |   42.6% |   37.1% |   33.6% |   42.5% |   42.2% |   34.0% |   35.2% |
  
-In contrast, all **emission factors** remain unrevised compared to last year's susbmission.+For information on revised **emission factors** please refer to the sub-chapters on mobile sources in agriculture and forestry as linked above.
  
-<WRAP center round info 60%> +<WRAP center round info 65%> 
-For **pollutant-specific information on recalculated emission estimates for Base Year and 2019**, please see the recalculation tables following [[general:recalculations:start|chapter 8.1 - Recalculations]].+For **pollutant-specific information on recalculated emission estimates for Base Year and 2021**, please see the recalculation tables following [[general:recalculations:start|chapter 8.1 - Recalculations]].
 </WRAP> </WRAP>
  
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 The EF provided in [(EMEPEEA2019)] represent summatory values for (i) the fuel's and (ii) the lubricant's heavy-metal content as well as (iii) engine wear. Here, there might be no heavy metal contained the biofuels. But since the specific shares of (i), (ii) and (iii) cannot be separated, and since the contributions of lubricant and engine wear might be dominant, the same emission factors are applied to biodiesel and bioethanol. The EF provided in [(EMEPEEA2019)] represent summatory values for (i) the fuel's and (ii) the lubricant's heavy-metal content as well as (iii) engine wear. Here, there might be no heavy metal contained the biofuels. But since the specific shares of (i), (ii) and (iii) cannot be separated, and since the contributions of lubricant and engine wear might be dominant, the same emission factors are applied to biodiesel and bioethanol.
  
-[(AGEB2021>AGEB, 2021: Working Group on Energy Balances (Arbeitsgemeinschaft Energiebilanzen (Hrsg.), AGEB): Energiebilanz für die Bundesrepublik Deutschland; URL: http://www.ag-energiebilanzen.de/7-0-Bilanzen-1990-2019.html, (Aufruf: 23.11.2021), Köln & Berlin, 2021.)] +[(AGEB2023>AGEB, 2023: Working Group on Energy Balances (Arbeitsgemeinschaft Energiebilanzen (Hrsg.), AGEB): Energiebilanz für die Bundesrepublik Deutschland; https://ag-energiebilanzen.de/daten-und-fakten/bilanzen-1990-bis-2030/?wpv-jahresbereich-bilanz=2021-2030, (Aufruf: 12.12.2023), Köln & Berlin, 2023)] 
-[(BAFA2021>BAFA, 2021: Federal Office of Economics and Export Control (Bundesamt für Wirtschaft und Ausfuhrkontrolle, BAFA): Amtliche Mineralöldaten für die Bundesrepublik Deutschland; +[(BAFA2023>BAFA, 2023: Federal Office of Economics and Export Control (Bundesamt für Wirtschaft und Ausfuhrkontrolle, BAFA): Amtliche Mineralöldaten für die Bundesrepublik Deutschland; 
-URL: https://www.bafa.de/SharedDocs/Downloads/DE/Energie/Mineraloel/moel_amtliche_daten_2020_dezember.html, Eschborn, 2021.)]    +https://www.bafa.de/SharedDocs/Downloads/DE/Energie/Mineraloel/moel_amtliche_daten_2022_12.xlsx?__blob=publicationFile&v=4, Eschborn, 2023.)] 
-[(KNOERR2021b> Knörr et al. (2021b): Knörr, W., Heidt, C., Gores, S., & Bergk, F.: ifeu Institute for Energy and Environmental Research (Institut für Energie- und Umweltforschung Heidelberg gGmbH, ifeu): Aktualisierung des Modells TREMOD-Mobile Machinery (TREMOD MM) 2021, Heidelberg, 2021.)] +[(KNOERR2023b>Knörr et al. (2023b): Knörr, W., Heidt, C., Gores, S., & Bergk, F.: ifeu Institute for Energy and Environmental Research (Institut für Energie- und Umweltforschung Heidelberg gGmbH, ifeu): Aktualisierung des Modells TREMOD-Mobile Machinery (TREMOD MM) 2023, Heidelberg, 2023.)] 
-[(EMEPEEA2019> EMEP/EEA, 2019: EMEP/EEA air pollutant emission inventory guidebook – 2019, Copenhagen, 2019.)]+[(EMEPEEA2023>EMEP/EEA, 2023: EMEP/EEA air pollutant emission inventory guidebook – 2023, https://www.eea.europa.eu//publications/emep-eea-guidebook-2023, Copenhagen, 2023.)]
 [(RENTZ2008> Rentz et al., 2008: Nationaler Durchführungsplan unter dem Stockholmer Abkommen zu persistenten organischen Schadstoffen (POPs), im Auftrag des Umweltbundesamtes, FKZ 205 67 444, UBA Texte | 01/2008, January 2008 - URL: http://www.umweltbundesamt.de/en/publikationen/nationaler-durchfuehrungsplan-unter-stockholmer )] [(RENTZ2008> Rentz et al., 2008: Nationaler Durchführungsplan unter dem Stockholmer Abkommen zu persistenten organischen Schadstoffen (POPs), im Auftrag des Umweltbundesamtes, FKZ 205 67 444, UBA Texte | 01/2008, January 2008 - URL: http://www.umweltbundesamt.de/en/publikationen/nationaler-durchfuehrungsplan-unter-stockholmer )]
 [(KNOERR2009> Knörr et al. (2009): Knörr, W., Heldstab, J., & Kasser, F.: Ermittlung der Unsicherheiten der mit den Modellen TREMOD und TREMOD-MM berechneten Luftschadstoffemissionen des landgebundenen Verkehrs in Deutschland; final report; URL: https://www.umweltbundesamt.de/sites/default/files/medien/461/publikationen/3937.pdf, FKZ 360 16 023, Heidelberg & Zürich, 2009.)] [(KNOERR2009> Knörr et al. (2009): Knörr, W., Heldstab, J., & Kasser, F.: Ermittlung der Unsicherheiten der mit den Modellen TREMOD und TREMOD-MM berechneten Luftschadstoffemissionen des landgebundenen Verkehrs in Deutschland; final report; URL: https://www.umweltbundesamt.de/sites/default/files/medien/461/publikationen/3937.pdf, FKZ 360 16 023, Heidelberg & Zürich, 2009.)]